Argmax

Vahe Hagopian, Taka Hasegawa, Farrukh Rahman

5.0 (1)
MATHEMATICS
UPDATED BIWEEKLY

A show where three machine learning enthusiasts talk about recent papers and developments in machine learning. Watch our video on YouTube https://www.youtube.com/@argmaxfm

OCT 8

Mixture of Experts

In this episode we talk about the paper "Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, Jeff Dean.

55 min
09/02/2023

LoRA

We talk about Low Rank Approximation for fine tuning Transformers. We are also on YouTube now! Check out the video here: https://youtu.be/lLzHr0VFi3Y

1h 3m
03/28/2023

15: InstructGPT

In this episode we discuss the paper "Training language models to follow instructions with human feedback" by Ouyang et al (2022). We discuss the RLHF paradigm and how important RL is to tuning GPT.

57 min
03/17/2023

14: Whisper

This week we talk about Whisper. It is a weakly supervised speech recognition model.

49 min
03/11/2023

13: AlphaTensor

We talk about AlphaTensor, and how researchers were able to find a new algorithm for matrix multiplication.

49 min
10/25/2022

12: SIRENs

In this episode we talked about "Implicit Neural Representations with Periodic Activation Functions" and the strength of periodic non-linearities.

54 min
09/30/2022

11: CVPR Workshop on Autonomous Driving Keynote by Ashok Elluswamy, a Tesla engineer

In this episode we discuss this video: https://youtu.be/jPCV4GKX9DwHow Tesla approaches collision detection with novel methods.

49 min
08/23/2022

10: Outracing champion Gran Turismo drivers with deep reinforcement learning

We discuss Sony AI's accomplishment of creating a novel AI agent that can beat professional racers in Gran Turismo. Some topics include:- The crafting of rewards to make the agent behave nicely- What is QR-SAC?- How to deal with "rare" experiences in the replay bufferLink to paper: https://www.nature.com/articles/s41586-021-04357-7

55 min

See All (17)

A show where three machine learning enthusiasts talk about recent papers and developments in machine learning. Watch our video on YouTube https://www.youtube.com/@argmaxfm

Creator

Vahe Hagopian, Taka Hasegawa, Farrukh Rahman
Years Active

2022 - 2024
Episodes

17
Rating

Explicit
Show Website

Argmax

Argmax

Mixture of Experts

LoRA

15: InstructGPT

14: Whisper

13: AlphaTensor

12: SIRENs

11: CVPR Workshop on Autonomous Driving Keynote by Ashok Elluswamy, a Tesla engineer

10: Outracing champion Gran Turismo drivers with deep reinforcement learning

About

Information

Argmax

Episodes

Mixture of Experts

LoRA

15: InstructGPT

14: Whisper

13: AlphaTensor

12: SIRENs

11: CVPR Workshop on Autonomous Driving Keynote by Ashok Elluswamy, a Tesla engineer

10: Outracing champion Gran Turismo drivers with deep reinforcement learning

About

Information